Federated Learning of Generative Image Priors for MRI Reconstruction
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on medical imaging"
DOI: 10.1109/tmi.2022.3220757
Abstract: Multi-institutional efforts can facilitate training of deep MRI reconstruction models, albeit privacy risks arise during cross-site sharing of imaging data. Federated learning (FL) has recently been introduced to address privacy concerns by enabling distributed training… read more here.
Keywords: generative image; federated learning; learning generative; reconstruction ... See more keywords
Deep Hyperspectral Image Sharpening
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2018.2798162
Abstract: Hyperspectral image (HSI) sharpening, which aims at fusing an observable low spatial resolution (LR) HSI (LR-HSI) with a high spatial resolution (HR) multispectral image (HR-MSI) of the same scene to acquire an HR-HSI, has recently… read more here.
Keywords: image; hsi sharpening; hyperspectral image; image priors ... See more keywords